Plugin

babel-fish

Auto-generates a 19-section project map, vocabulary translation layer, and developer skill for any codebase. Introspects routes, models, services, features, infrastructure, and session history to give Claude instant full-stack context. Maps plain-English phrases to exact file paths. Self-updates via pre-commit hook. Iterative install with 90% quality threshold and human-readable grading reports. Supports Python (FastAPI, Django, Flask), TypeScript/JavaScript (Next.js, NestJS, Express), Go, Java, and any stack using docker-compose, Terraform, or Prisma.

• Published source
• Repository

Analysed

12 October 2026

Last observed

12 October 2026

What the code does

• Runs shell commands Code that starts system commands on the machine it runs on.
• Starts other processes Code that launches separate programs.
• Runs hooks automatically Hooks that execute without being called explicitly.
• Has an install script A script that runs when the package is installed.

Having a capability is not wrongdoing; many tools need these to do their job. It tells you what to check before you install.

This is public metadata, not a safety certification or complete assessment. Static analysis cannot establish what a tool does at runtime.